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A wavelet-based approach to emotion classification using EDA signals
9 references·6 citing·47 second hop
A wavelet-based approach to emotion classification using EDA signals (2018)A wavelet-based approach to emotion class…Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization (2016)Heterogeneous Knowledge Trans…Arousal and Valence Recognition of Affective Sounds Based on Electrodermal Activity (2016)Arousal and Valence Recogniti…Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers (2015)Improving BCI-based emotion r…Emotional State Classification in Patient–Robot Interaction Using Wavelet Analysis and Statistics-Based Feature Selection (2012)Emotional State Classificatio…Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)Affect Detection: An Interdis…Emotion Recognition Using Bio-sensors: First Steps towards an Automatic System (2004)Emotion Recognition Using Bio…Emotion recognition system using short-term monitoring of physiological signals (2004)Emotion recognition system us…Emotion recognition from physiological signals using wireless sensors for presence technologies (2004)Emotion recognition from phys…A circumplex model of affect. (1980)A circumplex model of affect.Toward cross-subject and cross-session generalization in EEG-based emotion recognition: Systematic review, taxonomy, and methods (2024)Toward cross-subject and cros…Enhancing emotion recognition using multimodal fusion of physiological, environmental, personal data (2024)Enhancing emotion recognition…Bringing Emotion Recognition Out of the Lab into Real Life: Recent Advances in Sensors and Machine Learning (2022)Bringing Emotion Recognition …Real-Time High-Level Acute Pain Detection Using a Smartphone and a Wrist-Worn Electrodermal Activity Sensor (2021)Real-Time High-Level Acute Pa…Emotion Recognition Using Electrodermal Activity Signals and Multiscale Deep Convolutional Neural Network (2021)Emotion Recognition Using Ele…Emotion Recognition Using Wearables: A Systematic Literature Review - Work-in-progress (2020)Emotion Recognition Using Wea…Facial Action Coding System (1978)Affective Computing (1997)Measuring Emotions in the Consumption Experience (1997)Short-term emotion assessment in a recall paradigm (2009)Automatic, Dimensional and Continuous Emotion Recognition (2010)EEG-Based Emotion Recognition: A State-of-the-Art Review of Current Trends and Opportunities (2020)An argument for basic emotions (1992)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Recognition of Mental Workload Levels Under Complex Human–Machine Collaboration by Using Physiological Features and Adaptive Support Vector Machines (2014)A Survey on Psycho-Physiological Analysis & Measurement Methods in Multimodal Systems (2019)Applications of affective computing in human-robot interaction: State-of-art and challenges for manufacturing (2022)Emotion recognition in human-computer interaction (2001)Toward machine emotional intelligence: analysis of affective physiological state (2001)Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge (2011)Review on Psychological Stress Detection Using Biosignals (2019)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)The expression of the emotions in man and animals. (1872)A Coefficient of Agreement for Nominal Scales (1960)Emotion And Adaptation (1991)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)Facial Expression Analysis under Partial Occlusion (2018)Emotion elicitation using films (1995)Toward an integrative theory of training motivation: A meta-analytic path analysis of 20 years of research. (2000)An empirical study of machine learning techniques for affect recognition in human–robot interaction (2006)Physiological signals based human emotion Recognition: a review (2011)The Principles of Psychology (1891)Hedges: A Study in Meaning Criteria and the Logic of Fuzzy Concepts (1975)The robust beauty of improper linear models in decision making. (1979)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)EEG Based Emotion Recognition: A Tutorial and Review (2022)Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review (2022)TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition (2022)The Cognitive Structure of Emotions (1988)Emotion regulation: Affective, cognitive, and social consequences (2002)Deep Bimodal Regression of Apparent Personality Traits from Short Video Sequences (2017)Development and Progress in Sensors and Technologies for Human Emotion Recognition (2021)Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion (2023)International Affective Picture System (IAPS) : Technical Manual and Affective Ratings (1995)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)A Deep-Learning Model for Subject-Independent Human Emotion Recognition Using Electrodermal Activity Sensors (2019)A review of recent approaches for emotion classification using electrocardiography and electrodermography signals (2020)NeuroSense: Short-term emotion recognition and understanding based on spiking neural network modelling of spatio-temporal EEG patterns (2021)Thinking, Fast and Slow (2011)Can We Ditch Feature Engineering? End-to-End Deep Learning for Affect Recognition from Physiological Sensor Data (2020)
this work references cited by second hop

References

  • 1980A circumplex model of affect.16,320 cited
  • 2010Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications1,892 cited
  • 2004Emotion recognition system using short-term monitoring of physiological signals942 cited
  • 2015Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers506 cited
  • 2004Emotion Recognition Using Bio-sensors: First Steps towards an Automatic System451 cited
  • 2004Emotion recognition from physiological signals using wireless sensors for presence technologies369 cited
  • 2016Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization120 cited
  • 2016Arousal and Valence Recognition of Affective Sounds Based on Electrodermal Activity115 cited
  • 2012Emotional State Classification in Patient–Robot Interaction Using Wavelet Analysis and Statistics-Based Feature Selection111 cited

Cited by

  • 2020Emotion Recognition Using Wearables: A Systematic Literature Review - Work-in-progress69 cited
  • 2022Bringing Emotion Recognition Out of the Lab into Real Life: Recent Advances in Sensors and Machine Learning65 cited
  • 2024Enhancing emotion recognition using multimodal fusion of physiological, environmental, personal data64 cited
  • 2021Emotion Recognition Using Electrodermal Activity Signals and Multiscale Deep Convolutional Neural Network63 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

  • 2024Toward cross-subject and cross-session generalization in EEG-based emotion recognition: Systematic review, taxonomy, and methods61 cited
  • 2021Real-Time High-Level Acute Pain Detection Using a Smartphone and a Wrist-Worn Electrodermal Activity Sensor58 cited